Double Mask R-CNN for Pedestrian Detection in a Crowd

Table 6

Ablation experiments using AP₅₀.

Method	SFPN	MK		AP50%
				Reas	Small	Medium	Large	Heavy	Partial	Bare
Baseline				81.26	34.13	50.88	69.61	49.82	70.81	80.93
Double Mask R-CNN	√			85.19	44.54	56.32	72.63	57.79	77.63	86.23
	√	√		86.05	45.96	57.92	72.79	59.97	78.45	86.42
	√	√	√	86.80	47.37	58.71	74.34	62.57	79.79	87.04